Traitement du Signal

Article	Citations
Forest Fire Recognition Based on Feature Extraction from Multi-View Images	102
Depression Detection Based on Geometrical Features Extracted from SODP Shape of EEG Signals and Binary PSO	44
Comparative Analysis of OpenPose, PoseNet, and MoveNet Models for Pose Estimation in Mobile Devices	38
Neural Correlate-Based E-Learning Validation and Classification Using Convolutional and Long Short-Term Memory Networks	35
Brain Tumor Classification of MRI Images Using Deep Convolutional Neural Network	31
Detection of Lung Cancer Tumor in CT Scan Images Using Novel Combination of Super Pixel and Active Contour Algorithms	30
Weed Detection in Images of Carrot Fields Based on Improved YOLO v4	29
Classification of Pneumonia Cell Images Using Improved ResNet50 Model	29
Heart Disease Detection Based on Feature Fusion Technique with Augmented Classification Using Deep Learning Technology	27
Spatial Pyramid Pooling in Deep Convolutional Networks for Automatic Tuberculosis Diagnosis	25
A Deep Learning Based Hybrid Approach for COVID-19 Disease Detections	25
Comparison of Plant Leaf Classification Using Modified AlexNet and Support Vector Machine	24
Lung Cancer Classification Using Squeeze and Excitation Convolutional Neural Networks with Grad Cam++ Class Activation Function	23
A Novel Approach in Bio-Medical Image Segmentation for Analyzing Brain Cancer Images with U-NET Semantic Segmentation and TPLD Models Using SVM	21
A Comprehensive Review of Blind Deconvolution Techniques for Image Deblurring	21
Optimal Squeeze Net with Deep Neural Network-Based Arial Image Classification Model in Unmanned Aerial Vehicles	20
Performance Analysis of Deep Learning Models for Detection of Autism Spectrum Disorder from EEG Signals	19
A Hybrid Lightweight 1D CNN-LSTM Architecture for Automated ECG Beat-Wise Classification	18
Early-Stage Brown Spot Disease Recognition in Paddy Using Image Processing and Deep Learning Techniques	18
Secure Transmission of EEG Data Using Watermarking Algorithm for the Detection of Epileptical Seizures	17
A Deep Learning-Based Approach in Classification and Validation of Tomato Leaf Disease	16
Glioma Segmentation and Classification System Based on Proposed Texture Features Extraction Method and Hybrid Ensemble Learning	16
A New Early Stage Diabetic Retinopathy Diagnosis Model Using Deep Convolutional Neural Networks and Principal Component Analysis	15
Abnormal Behavior Recognition in Classroom Pose Estimation of College Students Based on Spatiotemporal Representation Learning	15
An Automatic Recognition Method for Students’ Classroom Behaviors Based on Image Processing	15

A Novel Convolutional Neural Network Based Model for Recognition and Classification of Apple Leaf Diseases	15
Brain Tumor Detection Based on Features Extracted and Classified Using a Low-Complexity Neural Network	13
Seizure Detection Based on Adaptive Feature Extraction by Applying Extreme Learning Machines	13
UC-Merced Image Classification with CNN Feature Reduction Using Wavelet Entropy Optimized with Genetic Algorithm	13
Recognition of Student Classroom Behaviors Based on Moving Target Detection	13
A New Approach for Extracting and Characterizing Fetal Electrocardiogram	12
Plant Disease Classification Based on ConvLSTM U-Net with Fully Connected Convolutional Layers	12
A Comprehensive Review for Emotion Detection Based on EEG Signals: Challenges, Applications, and Open Issues	12
Deep Neural Networks with Transfer Learning Model for Brain Tumors Classification	12
Random Subspace K-NN Based Ensemble Classifier for Driver Fatigue Detection Utilizing Selected EEG Channels	11
Preictal and Interictal Recognition for Epileptic Seizure Prediction Using Pre-trained 2D-CNN Models	11
Road Identification Through Efficient Edge Segmentation Based on Morphological Operations	11
Recognition and Detection of Greenhouse Tomatoes in Complex Environment	11
Big Data-Driven Feature Extraction and Clustering Based on Statistical Methods	11
Deep Learning Models for Pneumonia Identification and Classification Based on X-Ray Images	10
Conventional and Subspace Algorithms for Mobile Source Detection and Radiation Formation	10
Online Learning Behavior Analysis Based on Image Emotion Recognition	10
Retinex-Based Multiphase Algorithm for Low-Light Image Enhancement	10
Digital Image Denoising Techniques Based on Multi-Resolution Wavelet Domain with Spatial Filters: A Review	10
Age Estimation from Left-Hand Radiographs with Deep Learning Methods	10
A Novel Spatio-Temporal Violence Classification Framework Based on Material Derivative and LSTM Neural Network	9
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Dental Radiograph Images	9
An Automatic Insect Recognition Algorithm in Complex Background Based on Convolution Neural Network	9
Gesture Feature Extraction and Recognition Based on Image Processing	9
Integration Between Cascade Region-Based Convolutional Neural Network and Bi-Directional Feature Pyramid Network for Live Object Tracking and Detection	9
Classification of Glaucoma Optical Coherence Tomography (OCT) Images Based on Blood Vessel Identification Using CNN and Firefly Optimization	9
Contrast Enhancement of Digital Images Using an Improved Type-II Fuzzy Set-Based Algorithm	8
Phishing Website Detection Using Machine Learning Classifiers Optimized by Feature Selection	8
Feature Extraction and Image Retrieval of Landscape Images Based on Image Processing	8
Deep Learning-Based Micro Facial Expression Recognition Using an Adaptive Tiefes FCNN Model	8
Efficient Segmentation and Registration of Retinal Image Using Gumble Probability Distribution and BRISK Feature	8
Classification of Image and Text Data Using Deep Learning-Based LSTM Model	8
Contribution to Single-Channel Fetal Electrocardiogram Identification	8
Design and Realization of a Hyperchaotic Memristive System for Communication System on FPGA	8
A Hybrid System for Handwritten Character Recognition with High Robustness	8
Diagnosis of Melanoma Lesion Using Neutrosophic and Deep Learning	8
GameEmo-CapsNet: Emotion Recognition from Single-Channel EEG Signals Using the 1D Capsule Networks	8
A Region-Based Efficient Network for Accurate Object Detection	7
A Novel Deep Convolutional Neural Network for Diagnosis of Skin Disease	7
Classification of Bird Sound Using High-and Low-Complexity Convolutional Neural Networks	7
Implementation of Visual Clustering Strategy in Self-Organizing Map for Wear Studies Samples Printed Using FDM	7
Detection of Head Raising Rate of Students in Classroom Based on Head Posture Recognition	7
Speaker Identification Based on Physical Variation of Speech Signal	7
Deep Multi-View Breast Cancer Detection: A Multi-View Concatenated Infrared Thermal Images Based Breast Cancer Detection System Using Deep Transfer Learning	7
A New Approach for Eye-Blink to Speech Conversion by Dynamic Time Warping	7
Plant Leaf Classification and Comparative Analysis of Combined Feature Set Using Machine Learning Techniques	7
A New Global Pooling Method for Deep Neural Networks: Global Average of Top-K Max-Pooling	7
Tourist Behavior Recognition Through Scenic Spot Image Retrieval Based on Image Processing	7
Deep Residual CNN with Contrast Limited Adaptive Histogram Equalization for Weed Detection in Soybean Crops	7
Signal Dynamics Analysis for Epileptic Seizure Classification on EEG Signals	7

Clustering-Based Band Selection Using Structural Similarity Index and Entropy for Hyperspectral Image Classification	7
EfficientNet-B0 Based Monocular Dense-Depth Map Estimation	7
Chaotic Systems Based Real-Time Implementation of Visual Cryptography Using LabVIEW	7
Automatic Detection of COVID-19 Disease by Using Transfer Learning of Light Weight Deep Learning Model	7
Effect of Data Augmentation in the Classification and Validation of Tomato Plant Disease with Deep Learning Methods	7
Odor and Subject Identification Using Electroencephalography Reaction to Olfactory	7
Performance Analysis of Machine Learning and Deep Learning Models for Classification of Alzheimer’s Disease from Brain MRI	7
Signed Convex Combination of Fast Convergence Algorithm to Generalized Sidelobe Canceller Beamformer for Multi-Channel Speech Enhancement	7
Clustering-Based Plane Refitting of Non-planar Patches for Voxel-Based 3D Point Cloud Segmentation Using K-Means Clustering	7
Blind Digital Watermarking Framework Based on DTCWT and NSCT for Telemedicine Application	7
Detection and Classification of Potato Diseases Potato Using a New Convolution Neural Network Architecture	6
Implementation of Artifact Removal Algorithms in Gait Signals for Diagnosis of Parkinson Disease	6
Deepfakes Classification of Faces Using Convolutional Neural Networks	6
YOLO Object Detector and Inception-V3 Convolutional Neural Network for Improved Brain Tumor Segmentation	6
Image Fusion of Noisy Images Based on Simultaneous Empirical Wavelet Transform	6
Early Detection of Hemorrhagic Stroke Using a Lightweight Deep Learning Neural Network Model	6
Multi-Layer Co-Occurrence Matrices for Person Identification from ECG Signals	6
Diagnosis of Heart Diseases Using Heart Sound Signals with the Developed Interpolation, CNN, and Relief Based Model	6
Simple, Efficient, Highly Secure, and Multiple Purposed Method on Data Cryptography	6
Improving Depression Prediction Accuracy Using Fisher Score-Based Feature Selection and Dynamic Ensemble Selection Approach Based on Acoustic Features of Speech	6
Detection of Hidden Facial Surface Masking in Stored and Real Time Captured Images: A Deep Learning Perspective in Covid Time	6
Location Identification and Personalized Recommendation of Tourist Attractions Based on Image Processing	6
Fault Diagnosis of Rolling Bearings Based on Improved Empirical Mode Decomposition and Fuzzy C-Means Algorithm	5
Classification of OME with Eardrum Otoendoscopic Images Using Hybrid-Based Deep Models, NCA, and Gaussian Method	5
Respiratory and Motion Artefacts Removal from ICG Signal Using Denoising Techniques for Hemodynamic Parameters Monitoring	5
Real-Time Obstacle Detection Based on Image Semantic Segmentation and Fusion Network	5
A Vehicle Recognition Algorithm Based on Deep Convolution Neural Network	5
A Novel Ensemble Bagging Classification Method for Breast Cancer Classification Using Machine Learning Techniques	5
An Illumination Insensitive Normalization Approach to Face Recognition Using Locality Sensitive Discriminant Analysis	5
Detection of Sleep Apnea Based on the Analysis of Sleep Stages Data Using Single Channel EEG	5
Vehicle Classification and Counting System Using YOLO Object Detection Technology	5
Challenges and Limitations in Human Action Recognition on Unmanned Aerial Vehicles: A Comprehensive Survey	5
A New Framework for Recognizing Normal and Epileptic Seizure from Eye Movement Signals Using Genetic Based Convolutional Neural Network	5
Image Based Group Classifier for Brain Tumor Detection Using Machine Learning Technique	5
Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation Maps	5
Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal Images	5
Extraction of Dynamical Information and Classification of Heart Rate Variability Signals Using Scale Based Permutation Entropy Measures	5
Elderly Depression Recognition Based on Facial Micro-Expression Extraction	5
Vision Based Crack Detection in Concrete Structures Using Cutting-Edge Deep Learning Techniques	5
Identification and Classification of Surface Cracks on Concrete Members Based on Image Processing	5
Ensemble Residual Network Features and Cubic-SVM Based Tomato Leaves Disease Classification System	5
Low-Cost Brain-Computer Interface Using the Emotiv Epoc Headset Based on Rotating Vanes	5
Comparison of the Effectiveness of Deep Learning Methods for Face Mask Detection	5
A Face Detection Method Based on Skin Color Model and Improved AdaBoost Algorithm	5
Image Recognition of Modern Agricultural Fruit Maturity Based on Internet of Things	5
ECG - Based Emotion Detection via Parallel - Extraction of Temporal and Spatial Features Using Convolutional Neural Network	5
A New Hybrid Breast Cancer Diagnosis Model Using Deep Learning Model and ReliefF	5
An Object Detection Framework Based on Deep Features and High-Quality Object Locations	4
Deep Learning Application in Detecting Glass Defects with Color Space Conversion and Adaptive Histogram Equalization	4
A Framework for Multi-Threshold Image Segmentation of Low Contrast Medical Images	4
Face Recognition by Using 2D Orthogonal Subspace Projections	4
Authentication of NIfTI Neuroimages Using Lifting Wavelet Transform, Arnold Cat Map, Z-Transform, and Hessenberg Decomposition	4
3D Human Activity Classification with 3D Zernike Moment Based Convolutional, LSTM-Deep Neural Networks	4
Novel Dominant Color Subband Image Encryption in Visual Sensor Network for Smart Military Surveillance System	4
An Investigation of Spectral Efficiency in Linear MRC and MMSE Detectors with Perfect and Imperfect CSI for Massive MIMO Systems	4
Determining the Type of Document Read Using Eye Movement Properties by Hybrid CNN Method	4
Facial Expressions Recognition Based on Delaunay Triangulation of Landmark and Machine Learning	4
Design of Automated Visual Inspection System for Beverage Industry Production Line	4
Deep Learning Based Gender Identification Using Ear Images	4
Frontal Cortex Neuron Type Classification with Deep Learning and Recurrence Plot	4
Contactless Multi-biometric System Using Fingerprint and Palmprint Selfies	4
Compressed High Resolution Satellite Image Processing to Detect Water Bodies with Combined Bilateral Filtering and Threshold Techniques	4
Polycystic Ovarian Syndrome Detection by Using Two-Stage Image Denoising	4
AIAVRT: 5.0 Transformation in Medical Education with Next Generation AI- 3D Animation and VR Integrated Computer Graphics Imagery	4
Recognition and Analysis of Behavior Features of School-Age Children Based on Video Image Processing	4
Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal Image	4
Diagnosis of Pulpitis from Dental Panoramic Radiograph Using Histogram of Gradients with Discrete Wavelet Transform and Multilevel Neural Network Techniques	4
Self-Supervised Speech Enhancement for Arabic Speech Recognition in Real-World Environments	4
Thermal Fault Diagnosis of Electrical Equipment in Substations Based on Image Fusion	4
Multiple Linear Regression of Multi-class Images in Devices of Internet of Things	4
A Novel Face Recognition Algorithm for Imbalanced Small Samples	4
A Hybrid Method of Face Feature Extraction, Classification Based on MLBP and Layered-Recurrent Network	4
Differential Privacy Protection of Face Images Based on Region Growing	4
Identify Attractive and Unattractive Individuals Based on Geometric Features Using Neural Network	4
A Novel Metaheuristic Algorithm for Edge Detection Based on Artificial Bee Colony Technique	4
Automatic Extraction of Color Features from Landscape Images Based on Image Processing	4
Infrared Small Target Detection Based on Four-Direction Overlapping Group Sparse Total Variation	4
Accurate and Efficient Differentiation Between Normal and Epileptic Seizure of Eyes Using 13 Layer Convolution Neural Network	4
Multi-Focus Image Fusion with Multi-Scale Transform Optimized by Metaheuristic Algorithms	4
An Effective Turkey Marble Classification System: Convolutional Neural Network with Genetic Algorithm -Wavelet Kernel - Extreme Learning Machine	4

A New Framework Containing Convolution and Pooling Circuits for Image Processing and Deep Learning Applications with Quantum Computing Implementation	4
A New Approach for Automatic Sleep Staging: Siamese Neural Networks	4
An Enhanced Identification and Classification Algorithm for Plant Leaf Diseases Based on Deep Learning	3
An Effective Medical Image Classification: Transfer Learning Enhanced by Auto Encoder and Classified with SVM	3
Speech Enhancement for Robust Speech Recognition Using Weighted Low Rank and Sparse Decomposition Models under Low SNR Conditions	3
Biomedical Image Segmentation with Modified U-Net	3
Cloud-Based LeNet-5 CNN for MRI Brain Tumor Diagnosis and Recognition	3
A Hybrid Classifier for Handwriting Recognition on Multi-domain Financial Bills Based on DCNN and SVM	3
Mango Plant Disease Detection System Using Hybrid BBHE and CNN Approach	3
Recognition of Electromyographic Signal Time Series on Daily Hand Motions Based on Long Short-Term Memory Network	3
Wavelet Based and Statistical EEG Analysis in Patients with Schizophrenia	3
Android Device Malware Classification Framework Using Multistep Image Feature Extraction and Multihead Deep Neural Ensemble	3
An Alzheimer’s Disease Identification and Classification Model Based on the Convolutional Neural Network with Attention Mechanisms	3
A Novel Detection Method for Weak Harmonic Signal with Chaotic Noise	3
Improving Parotid Gland Tumor Segmentation and Classification Using Geometric Active Contour Model and Deep Neural Network Framework	3
Micro-Expression Recognition by Using CNN Features with PSO Algorithm and SVM Methods	3
Removal of Power-Line Interference from ECG Using Decomposition Methodologies and Kalman Filter Framework: A Comparative Study	3
Investigations of Medical Image Segmentation Methods with Inclusion Mathematical Morphological Operations	3
Analysis on Food Crispness Based on Time and Frequency Domain Features of Acoustic Signal	3
Non Invasive Decay Analysis of Monument Using Deep Learning Techniques	3
Deep Learning Based Detection of Dermatological Diseases Using Convolutional Neural Networks and Decision Trees	3
Precise Inspection of Geometric Parameters for Polyvinyl Chloride Pipe Section Based on Computer Vision	3
Recognition of Teaching Features and Behaviors in Online Open Courses Based on Image Processing	3
Design and Implementation of a Lossless Compression System for Hyperspectral Images	3
Study the Influence of Gender and Age in Recognition of Emotions from Algerian Dialect Speech	3
Gesture Recognition of Somatosensory Interactive Acupoint Massage Based on Image Feature Deep Learning Model	3
Hybrid Deep Model for Automated Detection of Tomato Leaf Diseases	3
WaveTexNeT: Ensemble Based Wavelet-Xception Deep Neural Network Architecture for Color Texture Classification	3
Non-Global Privacy Protection Facing Sensitive Areas in Face Images	3
Feature Extraction and Retrieval of Ecommerce Product Images Based on Image Processing	3
Efficient Feature Based Melanoma Skin Image Classification Using Machine Learning Approaches	3
Video Data Extraction and Processing for Investigation of Vehicles’ Impact on the Asphalt Deformation Through the Prism of Computational Algorithms	3
Spectral Graph Wavelet Based Image Steganography Using SVD and Arnold Transform	3
Simple and Efficient Double-Talk-Detector for Acoustic Echo Cancellation	3
A Novel Detection Method Using YOLOv5 for Vehicle Target under Complex Situation	3
A Face Detection Method Based on Image Processing and Improved Adaptive Boosting Algorithm	3
Beat-by-Beat ECG Monitoring from Photoplythmography Based on Scattering Wavelet Transform	3
Contrast Enhancement of Images Using Meta-Heuristic Algorithm	3
Extraction and Classification of Image Features for Fire Recognition Based on Convolutional Neural Network	3
Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning	3
A Deep Learning Based System for the Detection of Human Violence in Video Data	3
Detection of Copy-Move Forgery Using Euclidean Distance and Texture Features	3
Optimal Machine Learning Based Automated Malaria Parasite Detection and Classification Model Using Blood Smear Images	3
SVM Prediction Model Interface for Plant Contaminates	3
Dance Action Recognition and Pose Estimation Based on Deep Convolutional Neural Network	3
End Image Defect Detection of Float Glass Based on Faster Region-Based Convolutional Neural Network	3
Using a Deep Learning System That Classifies Hypertensive Retinopathy Based on the Fundus Images of Patients of Wide Age	3
A Hybrid Method Based on LSTM and Optimized SVM for Diagnosis of Novel Coronavirus (COVID-19)	3
Comparative Experimental Investigation of Deep Convolutional Neural Networks for Latent Fingerprint Pattern Classification	3
Emotional Analysis and Annotation of Tourism Landscape Images Based on Tourist Experience	3
Pointing Cursor Interaction in Virtual Reality from the Perspective of Distance Perception	3
A Target Positioning Method for Industrial Robot Based on Multiple Visual Sensors	3
An Electronic Bill Encryption Algorithm Based on Multiple Watermark Encryption	3
Detection of Various Types of Metal Surface Defects Based on Image Processing	2
An Ensemble DCNNs-Based Regression Model for Automatic Facial Beauty Prediction and Analyzation	2
Empirical Mode Decomposition and Grey Level Difference for Lung Sound Classification	2
Low-Light Image Enhancement and Target Detection Based on Deep Learning	2
Hybrid CNN Based Computer-Aided Diagnosis System for Choroidal Neovascularization, Diabetic Macular Edema, Drusen Disease Detection from OCT Images	2
Analysis of Normal and Adventitious Lung Sound Signals Using Empirical Mode Decomposition and Central Tendency Measure	2
Three-Dimensional Target Detection Based on RGB-D Data	2
Development of Real-Time Fuzzy Synchronization of Chaos Based System for Image Encryption	2
Handwritten Gurmukhi Digit Recognition System for Small Datasets	2
Non-Local Retinex Based Dehazing and Low Light Enhancement of Images	2
Fusion of Ensembled UNET and Ensembled FPN for Semantic Segmentation	2
Classification and Detection of Cognitive Disorders like Depression and Anxiety Utilizing Deep Convolutional Neural Network (CNN) Centered on EEG Signal	2
A Representation of 3GPP 5G-V2X Sidelink Enhancements in Releases 14, 15, 16, and 17	2
Label Importance Ranking with Entropy Variation Complex Networks for Structured Video Captioning	2
Welch Spectral Analysis and Deep Learning Approach for Diagnosing Alzheimer's Disease from Resting-State EEG Recordings	2
Identification and Analysis of Limb Rehabilitation Signal Based on Wavelet Transform	2
An Ensemble Deep Learning Network in Classifying the Early CT Slices of Ischemic Stroke Patients	2
A Novel Fusion Approach to Detect Brain Tumor Using Machine Learning for MRI Images	2
A Deep Learning Powered System to Lie Detection While Online Study	2
Dual-Layer Ranking Feature Selection Method Based on Statistical Formula for Driver Fatigue Detection of EMG Signals	2
Modeling Fingerprint Presentation Attack Detection Through Transient Liveness Factor-A Person Specific Approach	2
Machine Learning-Based Emotional Recognition in Surveillance Video Images in the Context of Smart City Safety	2
A Robust Automatic Fingerprint Recognition System Using Multi-Connection Hopfield Neural Network	2
A Facial Expression Recognition Model Based on Texture and Shape Features	2
An Improved Transfer Learning Approach for Classification of Types of Cancer	2
Image Based Edge Weighted Linked Segmentation Model Using Deep Learning for Detection of Diabetic Retinopathy	2
Investigation of Epileptic Seizure Signatures Classification in EEG Using Supervised Machine Learning Algorithms	2
Dealing with Imbalanced Sleep Apnea Data Using DCGAN	2
Facial Expression Recognition Using 3D Points Aware Deep Neural Network	2
An Efficient Multi-stage Object-Based Classification to Extract Urban Building Footprints from HR Satellite Images	2
Dialect Identification in Telugu Language Speech Utterance Using Modified Features with Deep Neural Network	2
Multi-Scale Edge Detection of Crack in Extra-High Arch Dam Based on Orthogonal Wavelet Construction	2
HMM Based Language Identification from Speech Utterances of Popular Indic Languages Using Spectral and Prosodic Features	2
Enhanced Disease Detection Using Contrast Limited Adaptive Histogram Equalization and Multi-Objective Cuckoo Search in Deep Learning	2
Effects of Training Parameters of AlexNet Architecture on Wound Image Classification	2
Automatic Classification and Identification of Road Garbage Images and Evaluation of Environmental Health Based on UNet++	2
Analysis of Classroom Learning Behaviors Based on Internet of Things and Image Processing	2
Enhanced Canny Algorithm for Image Edge Detection in Print Quality Assessment	2
HayCAM: A Novel Visual Explanation for Deep Convolutional Neural Networks	2
Key-Frame Detection and Video Retrieval Based on DC Coefficient-Based Cosine Orthogonality and Multivariate Statistical Tests	2
ECG Signal Classification Using DWT, MFCC and SVM Classifier	2
Enhancing Marathi Handwritten Character Recognition Using Ensemble Learning	2